Define When an Algorithm Is Ready for More Risk
The source recommends gradual increases in trading volume and explicitly warns against raising risk immediately after a single successful month. It proposes stepping exposure up after successful periods and reducing it after losing periods while preserving core risk parameters.
Validation principle
The exact scaling schedule in the source is methodology-specific. FX Nova Bot generalizes the principle into validation gates: a system should earn permission for greater exposure through sufficient sample size, acceptable expectancy, controlled drawdown and verified execution quality.
A production gate can return TEST, LIMITED, SAFE or BLOCKED. Promotion should require predefined evidence; demotion can occur when drawdown, execution defects or other hard risk limits are breached.
Connected FX Nova modules
Educational software-engineering material. Source-specific numerical rules are identified as methodology rules; production thresholds require independent testing and sufficient data.